DataPrep Report

Number of Variables	35
Number of Rows	3198
Missing Cells	4536
Missing Cells (%)	4.1%
Duplicate Rows	0
Duplicate Rows (%)	0.0%
Total Size in Memory	1.9 MB
Average Row Size in Memory	633.2 B
Variable Types	Numerical: 31 Categorical: 4

demo__pct_american_indian_or_alaskan_native and demo__pct_asian have similar distributions	Similar Distribution
health__pct_adult_smoking has 464 (14.51%) missing values	Missing
health__pct_low_birthweight has 182 (5.69%) missing values	Missing
health__pct_excessive_drinking has 978 (30.58%) missing values	Missing
health__homicides_per_100k has 1967 (61.51%) missing values	Missing
health__motor_vehicle_crash_deaths_per_100k has 417 (13.04%) missing values	Missing
health__pop_per_dentist has 244 (7.63%) missing values	Missing
health__pop_per_primary_care_physician has 230 (7.19%) missing values	Missing
demo__pct_female is skewed	Skewed
demo__pct_hispanic is skewed	Skewed

demo__pct_non_hispanic_african_american is skewed	Skewed
demo__pct_non_hispanic_white is skewed	Skewed
demo__pct_american_indian_or_alaskan_native is skewed	Skewed
demo__pct_asian is skewed	Skewed
demo__birth_rate_per_1k is skewed	Skewed
demo__death_rate_per_1k is skewed	Skewed
health__air_pollution_particulate_matter is skewed	Skewed
health__homicides_per_100k is skewed	Skewed
health__pop_per_dentist is skewed	Skewed
health__pop_per_primary_care_physician is skewed	Skewed

yr has constant length 1	Constant Length
demo__pct_non_hispanic_african_american has 286 (8.94%) zeros	Zeros
demo__pct_american_indian_or_alaskan_native has 552 (17.26%) zeros	Zeros
demo__pct_asian has 522 (16.32%) zeros	Zeros

row_id

numerical

Approximate Distinct Count	3198
Approximate Unique (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	51168
Mean	3156.6926
Minimum	0
Maximum	6277
Zeros	1
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

row_id is skewed left (γ1 = -0.0274)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	282.85
Q1	1561.75
Median	3198.5
Q3	4723.75
95-th Percentile	5970.15
Maximum	6277
Range	6277
IQR	3162

Descriptive Statistics

Mean	3156.6926
Standard Deviation	1823.9593
Variance	3.3268e+06
Sum	1.0095e+07
Skewness	-0.02744
Kurtosis	-1.2048
Coefficient of Variation	0.5778

area__rucc

categorical

Approximate Distinct Count	9
Approximate Unique (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory Size	445366

Stats Pie Chart Word Frequency Word Length

Length

Mean	74.2639
Standard Deviation	10.3563
Median	72
Minimum	63
Maximum	93

Sample

1st row	Nonmetro - Complet...
2nd row	Nonmetro - Urban p...
3rd row	Nonmetro - Complet...
4th row	Nonmetro - Urban p...
5th row	Metro - Counties i...

Letter

Count	170378
Lowercase Letter	163982
Space Separator	39372
Uppercase Letter	6396
Dash Punctuation	3198
Decimal Number	18690

area__urban_influence

categorical

Approximate Distinct Count	12
Approximate Unique (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory Size	413390

The largest value (Small-in a metro area with fewer than 1 million residents) is over 1.59 times larger than the second largest value (Large-in a metro area with at least 1 million residents or more)

Stats Pie Chart Word Frequency Word Length

Length

Mean	64.2652
Standard Deviation	17.9483
Median	63
Minimum	38
Maximum	98

Sample

1st row	Noncore adjacent t...
2nd row	Micropolitan adjac...
3rd row	Noncore adjacent t...
4th row	Noncore adjacent t...
5th row	Large-in a metro a...

Letter

Count	161410
Lowercase Letter	158212
Space Separator	33730
Uppercase Letter	3198
Dash Punctuation	1334
Decimal Number	7238

econ__economic_typology

categorical

Approximate Distinct Count	6
Approximate Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory Size	264148

The largest value (Nonspecialized) is over 2.56 times larger than the second largest value (Manufacturing-dependent)

Stats Pie Chart Word Frequency Word Length

Length

Mean	17.5979
Standard Deviation	7.0882
Median	14
Minimum	10
Maximum	34

Sample

1st row	Federal/State gove...
2nd row	Manufacturing-depe...
3rd row	Federal/State gove...
4th row	Federal/State gove...
5th row	Nonspecialized

Letter

Count	53878
Lowercase Letter	50290
Space Separator	390
Uppercase Letter	3588
Dash Punctuation	1620
Decimal Number	0

The top 2 categories (Nonspecialized, Manufacturing-dependent) take over 50.0%

The largest value (nonspecialized) is over 2.56 times larger than the second largest value (manufacturingdependent)

econ__pct_civilian_labor

numerical

Approximate Distinct Count	382
Approximate Unique (%)	11.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	51168
Mean	0.4671
Minimum	0.217
Maximum	1
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

econ__pct_civilian_labor is skewed right (γ1 = 0.6605)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0.217
5-th Percentile	0.35
Q1	0.42
Median	0.467
Q3	0.514
95-th Percentile	0.574
Maximum	1
Range	0.783
IQR	0.094

Descriptive Statistics

Mean	0.4671
Standard Deviation	0.07454
Variance	0.005556
Sum	1493.693
Skewness	0.6605
Kurtosis	3.9966
Coefficient of Variation	0.1596

econ__pct_civilian_labor is not normally distributed (p-value 0.0017048306524887191)

econ__pct_civilian_labor has 54 outliers

econ__pct_unemployment

numerical

Approximate Distinct Count	141
Approximate Unique (%)	4.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	51168
Mean	0.05961
Minimum	0.008
Maximum	0.24
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

econ__pct_unemployment is skewed right (γ1 = 1.2828)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0.008
5-th Percentile	0.029
Q1	0.043
Median	0.057
Q3	0.071
95-th Percentile	0.09915
Maximum	0.24
Range	0.232
IQR	0.028

Descriptive Statistics

Mean	0.05961
Standard Deviation	0.02285
Variance	0.00052211
Sum	190.634
Skewness	1.2828
Kurtosis	4.4168
Coefficient of Variation	0.3833

econ__pct_unemployment is not normally distributed (p-value 0.0004975468347543388)

econ__pct_unemployment has 77 outliers

econ__pct_uninsured_adults

numerical

Approximate Distinct Count	341
Approximate Unique (%)	10.7%
Missing	2
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Memory Size	51136
Mean	0.2175
Minimum	0.046
Maximum	0.495
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

econ__pct_uninsured_adults is skewed right (γ1 = 0.3574)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0.046
5-th Percentile	0.115
Q1	0.166
Median	0.216
Q3	0.262
95-th Percentile	0.33
Maximum	0.495
Range	0.449
IQR	0.096

Descriptive Statistics

Mean	0.2175
Standard Deviation	0.06737
Variance	0.004539
Sum	695.239
Skewness	0.3574
Kurtosis	0.03429
Coefficient of Variation	0.3097

econ__pct_uninsured_adults is not normally distributed (p-value 5.8997261044262225e-08)

econ__pct_uninsured_adults has 24 outliers

econ__pct_uninsured_children

numerical

Approximate Distinct Count	215
Approximate Unique (%)	6.7%
Missing	2
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Memory Size	51136
Mean	0.08592
Minimum	0.009
Maximum	0.285
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

econ__pct_uninsured_children is skewed right (γ1 = 1.1828)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0.009
5-th Percentile	0.037
Q1	0.057
Median	0.077
Q3	0.105
95-th Percentile	0.165
Maximum	0.285
Range	0.276
IQR	0.048

Descriptive Statistics

Mean	0.08592
Standard Deviation	0.04
Variance	0.0016
Sum	274.601
Skewness	1.1828
Kurtosis	1.7507
Coefficient of Variation	0.4656

econ__pct_uninsured_children has 106 outliers

demo__pct_female

numerical

Approximate Distinct Count	173
Approximate Unique (%)	5.4%
Missing	2
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Memory Size	51136
Mean	0.4988
Minimum	0.294
Maximum	0.576
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

demo__pct_female is skewed left (γ1 = -2.9687)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0.294
5-th Percentile	0.457
Q1	0.493
Median	0.503
Q3	0.512
95-th Percentile	0.524
Maximum	0.576
Range	0.282
IQR	0.019

Descriptive Statistics

Mean	0.4988
Standard Deviation	0.02425
Variance	0.0005881
Sum	1594.103
Skewness	-2.9687
Kurtosis	14.5189
Coefficient of Variation	0.04862

demo__pct_female is not normally distributed (p-value 1.0006195397191985e-09)

demo__pct_female has 223 outliers

demo__pct_below_18_years_of_age

numerical

Approximate Distinct Count	219
Approximate Unique (%)	6.9%
Missing	2
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Memory Size	51136
Mean	0.2278
Minimum	0.098
Maximum	0.417
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

demo__pct_below_18_years_of_age is skewed right (γ1 = 0.5708)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0.098
5-th Percentile	0.175
Q1	0.207
Median	0.226
Q3	0.2452
95-th Percentile	0.287
Maximum	0.417
Range	0.319
IQR	0.03825

Descriptive Statistics

Mean	0.2278
Standard Deviation	0.03429
Variance	0.001176
Sum	727.931
Skewness	0.5708
Kurtosis	1.7718
Coefficient of Variation	0.1506

demo__pct_below_18_years_of_age is not normally distributed (p-value 0.000552590688147012)

demo__pct_below_18_years_of_age has 121 outliers

demo__pct_aged_65_years_and_older

numerical

Approximate Distinct Count	249
Approximate Unique (%)	7.8%
Missing	2
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Memory Size	51136
Mean	0.1701
Minimum	0.043
Maximum	0.355
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

demo__pct_aged_65_years_and_older is skewed right (γ1 = 0.5032)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0.043
5-th Percentile	0.104
Q1	0.142
Median	0.167
Q3	0.194
95-th Percentile	0.2472
Maximum	0.355
Range	0.312
IQR	0.052

Descriptive Statistics

Mean	0.1701
Standard Deviation	0.04359
Variance	0.0019
Sum	543.758
Skewness	0.5032
Kurtosis	0.6914
Coefficient of Variation	0.2562

demo__pct_aged_65_years_and_older has 80 outliers

demo__pct_hispanic

numerical

Approximate Distinct Count	458
Approximate Unique (%)	14.3%
Missing	2
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Memory Size	51136
Mean	0.09023
Minimum	0
Maximum	0.945
Zeros	24
Zeros (%)	0.8%
Negatives	0
Negatives (%)	0.0%

demo__pct_hispanic is skewed right (γ1 = 3.0223)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0.007
Q1	0.019
Median	0.035
Q3	0.088
95-th Percentile	0.4133
Maximum	0.945
Range	0.945
IQR	0.069

Descriptive Statistics

Mean	0.09023
Standard Deviation	0.1427
Variance	0.02037
Sum	288.386
Skewness	3.0223
Kurtosis	9.9933
Coefficient of Variation	1.5815

demo__pct_hispanic is not normally distributed (p-value 6.382976457232302e-16)

demo__pct_hispanic has 393 outliers

demo__pct_non_hispanic_african_american

numerical

Approximate Distinct Count	498
Approximate Unique (%)	15.6%
Missing	2
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Memory Size	51136
Mean	0.09112
Minimum	0
Maximum	0.855
Zeros	286
Zeros (%)	8.9%
Negatives	0
Negatives (%)	0.0%

demo__pct_non_hispanic_african_american is skewed right (γ1 = 2.269)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	0.006
Median	0.022
Q3	0.09625
95-th Percentile	0.4253
Maximum	0.855
Range	0.855
IQR	0.09025

Descriptive Statistics

Mean	0.09112
Standard Deviation	0.1471
Variance	0.02164
Sum	291.209
Skewness	2.269
Kurtosis	5.0693
Coefficient of Variation	1.6145

demo__pct_non_hispanic_african_american is not normally distributed (p-value 3.102298024831163e-23)

demo__pct_non_hispanic_african_american has 470 outliers

demo__pct_non_hispanic_white

numerical

Approximate Distinct Count	715
Approximate Unique (%)	22.4%
Missing	2
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Memory Size	51136
Mean	0.7702
Minimum	0.06
Maximum	0.998
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

demo__pct_non_hispanic_white is skewed left (γ1 = -1.1649)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0.06
5-th Percentile	0.3387
Q1	0.648
Median	0.854
Q3	0.936
95-th Percentile	0.97
Maximum	0.998
Range	0.938
IQR	0.288

Descriptive Statistics

Mean	0.7702
Standard Deviation	0.2079
Variance	0.04322
Sum	2461.582
Skewness	-1.1649
Kurtosis	0.5787
Coefficient of Variation	0.2699

demo__pct_non_hispanic_white is not normally distributed (p-value 1.3593923786650124e-09)

demo__pct_non_hispanic_white has 66 outliers

demo__pct_american_indian_or_alaskan_native

numerical

Approximate Distinct Count	208
Approximate Unique (%)	6.5%
Missing	2
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Memory Size	51136
Mean	0.02466
Minimum	0
Maximum	0.852
Zeros	552
Zeros (%)	17.3%
Negatives	0
Negatives (%)	0.0%

demo__pct_american_indian_or_alaskan_native is skewed right (γ1 = 6.923)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	0.002
Median	0.007
Q3	0.014
95-th Percentile	0.08225
Maximum	0.852
Range	0.852
IQR	0.012

Descriptive Statistics

Mean	0.02466
Standard Deviation	0.08463
Variance	0.007163
Sum	78.809
Skewness	6.923
Kurtosis	52.2008
Coefficient of Variation	3.4322

demo__pct_american_indian_or_alaskan_native is not normally distributed (p-value 9.196095679332495e-25)

demo__pct_american_indian_or_alaskan_native has 328 outliers

demo__pct_asian

numerical

Approximate Distinct Count	130
Approximate Unique (%)	4.1%
Missing	2
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Memory Size	51136
Mean	0.0133
Minimum	0
Maximum	0.346
Zeros	522
Zeros (%)	16.3%
Negatives	0
Negatives (%)	0.0%

demo__pct_asian is skewed right (γ1 = 6.2201)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	0.003
Median	0.007
Q3	0.013
95-th Percentile	0.048
Maximum	0.346
Range	0.346
IQR	0.01

Descriptive Statistics

Mean	0.0133
Standard Deviation	0.02537
Variance	0.00064341
Sum	42.518
Skewness	6.2201
Kurtosis	54.7558
Coefficient of Variation	1.9067

demo__pct_asian is not normally distributed (p-value 1.8560223933082724e-19)

demo__pct_asian has 338 outliers

demo__pct_adults_less_than_a_high_school_diploma

numerical

Approximate Distinct Count	2644
Approximate Unique (%)	82.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	51168
Mean	0.1488
Minimum	0.01613
Maximum	0.4669
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

demo__pct_adults_less_than_a_high_school_diploma is skewed right (γ1 = 0.8132)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0.01613
5-th Percentile	0.05969
Q1	0.09747
Median	0.1335
Q3	0.1952
95-th Percentile	0.2706
Maximum	0.4669
Range	0.4507
IQR	0.0977

Descriptive Statistics

Mean	0.1488
Standard Deviation	0.06825
Variance	0.004659
Sum	475.8427
Skewness	0.8132
Kurtosis	0.5958
Coefficient of Variation	0.4587

demo__pct_adults_less_than_a_high_school_diploma has 39 outliers

demo__pct_adults_with_high_school_diploma

numerical

Approximate Distinct Count	2677
Approximate Unique (%)	83.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	51168
Mean	0.3503
Minimum	0.07282
Maximum	0.5517
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

demo__pct_adults_with_high_school_diploma is skewed left (γ1 = -0.3331)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0.07282
5-th Percentile	0.2254
Q1	0.3059
Median	0.3557
Q3	0.3992
95-th Percentile	0.459
Maximum	0.5517
Range	0.4789
IQR	0.09328

Descriptive Statistics

Mean	0.3503
Standard Deviation	0.07053
Variance	0.004975
Sum	1120.2585
Skewness	-0.3331
Kurtosis	0.114
Coefficient of Variation	0.2014

demo__pct_adults_with_high_school_diploma has 28 outliers

demo__pct_adults_with_some_college

numerical

Approximate Distinct Count	2547
Approximate Unique (%)	79.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	51168
Mean	0.3014
Minimum	0.1128
Maximum	0.4742
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

demo__pct_adults_with_some_college is skewed right (γ1 = 0.0223)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0.1128
5-th Percentile	0.216
Q1	0.2654
Median	0.3016
Q3	0.336
95-th Percentile	0.3912
Maximum	0.4742
Range	0.3614
IQR	0.07061

Descriptive Statistics

Mean	0.3014
Standard Deviation	0.0525
Variance	0.002756
Sum	963.7684
Skewness	0.02233
Kurtosis	-0.06116
Coefficient of Variation	0.1742

demo__pct_adults_with_some_college is not normally distributed (p-value 0.0011681209251324833)

demo__pct_adults_with_some_college has 23 outliers

demo__pct_adults_bachelors_or_higher

numerical

Approximate Distinct Count	2650
Approximate Unique (%)	82.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	51168
Mean	0.1995
Minimum	0.01399
Maximum	0.7949
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

demo__pct_adults_bachelors_or_higher is skewed right (γ1 = 1.6159)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0.01399
5-th Percentile	0.1006
Q1	0.1388
Median	0.1772
Q3	0.2333
95-th Percentile	0.3769
Maximum	0.7949
Range	0.7809
IQR	0.09442

Descriptive Statistics

Mean	0.1995
Standard Deviation	0.08916
Variance	0.007949
Sum	638.1304
Skewness	1.6159
Kurtosis	3.636
Coefficient of Variation	0.4468

demo__pct_adults_bachelors_or_higher is not normally distributed (p-value 2.0393517893440114e-05)

demo__pct_adults_bachelors_or_higher has 161 outliers

demo__birth_rate_per_1k

numerical

Approximate Distinct Count	25
Approximate Unique (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	51168
Mean	11.677
Minimum	4
Maximum	29
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

demo__birth_rate_per_1k is skewed right (γ1 = 1.0052)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	4
5-th Percentile	8
Q1	10
Median	11
Q3	13
95-th Percentile	16
Maximum	29
Range	25
IQR	3

Descriptive Statistics

Mean	11.677
Standard Deviation	2.7395
Variance	7.505
Sum	37343
Skewness	1.0052
Kurtosis	3.2817
Coefficient of Variation	0.2346

demo__birth_rate_per_1k is not normally distributed (p-value 2.4246586186639145e-09)

demo__birth_rate_per_1k has 116 outliers

demo__death_rate_per_1k

numerical

Approximate Distinct Count	25
Approximate Unique (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	51168
Mean	10.3011
Minimum	0
Maximum	27
Zeros	2
Zeros (%)	0.1%
Negatives	0
Negatives (%)	0.0%

demo__death_rate_per_1k is skewed right (γ1 = 0.1308)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	6
Q1	8
Median	10
Q3	12
95-th Percentile	15
Maximum	27
Range	27
IQR	4

Descriptive Statistics

Mean	10.3011
Standard Deviation	2.7861
Variance	7.7626
Sum	32943
Skewness	0.1308
Kurtosis	0.805
Coefficient of Variation	0.2705

demo__death_rate_per_1k is not normally distributed (p-value 1.4330264043069747e-07)

demo__death_rate_per_1k has 19 outliers

health__pct_adult_obesity

numerical

Approximate Distinct Count	259
Approximate Unique (%)	8.1%
Missing	2
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Memory Size	51136
Mean	0.3076
Minimum	0.14
Maximum	0.484
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

health__pct_adult_obesity is skewed left (γ1 = -0.2804)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0.14
5-th Percentile	0.23
Q1	0.284
Median	0.309
Q3	0.334
95-th Percentile	0.374
Maximum	0.484
Range	0.344
IQR	0.05

Descriptive Statistics

Mean	0.3076
Standard Deviation	0.0434
Variance	0.001884
Sum	983.087
Skewness	-0.2804
Kurtosis	0.9464
Coefficient of Variation	0.1411

health__pct_adult_obesity is not normally distributed (p-value 0.007400439295653403)

health__pct_adult_obesity has 111 outliers

health__pct_adult_smoking

numerical

Approximate Distinct Count	331
Approximate Unique (%)	12.1%
Missing	464
Missing (%)	14.5%
Infinite	0
Infinite (%)	0.0%
Memory Size	43744
Mean	0.2135
Minimum	0.05
Maximum	0.526
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

health__pct_adult_smoking is skewed right (γ1 = 0.6223)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0.05
5-th Percentile	0.1197
Q1	0.171
Median	0.211
Q3	0.2497
95-th Percentile	0.3243
Maximum	0.526
Range	0.476
IQR	0.07875

Descriptive Statistics

Mean	0.2135
Standard Deviation	0.06309
Variance	0.00398
Sum	583.76
Skewness	0.6223
Kurtosis	1.1515
Coefficient of Variation	0.2955

health__pct_adult_smoking has 52 outliers

health__pct_diabetes

numerical

Approximate Distinct Count	143
Approximate Unique (%)	4.5%
Missing	2
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Memory Size	51136
Mean	0.1093
Minimum	0.033
Maximum	0.197
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

health__pct_diabetes is skewed right (γ1 = 0.1658)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0.033
5-th Percentile	0.072
Q1	0.094
Median	0.109
Q3	0.124
95-th Percentile	0.149
Maximum	0.197
Range	0.164
IQR	0.03

Descriptive Statistics

Mean	0.1093
Standard Deviation	0.0232
Variance	0.00053809
Sum	349.28
Skewness	0.1658
Kurtosis	0.1562
Coefficient of Variation	0.2123

health__pct_diabetes has 42 outliers

health__pct_low_birthweight

numerical

Approximate Distinct Count	140
Approximate Unique (%)	4.6%
Missing	182
Missing (%)	5.7%
Infinite	0
Infinite (%)	0.0%
Memory Size	48256
Mean	0.08353
Minimum	0.025
Maximum	0.232
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

health__pct_low_birthweight is skewed right (γ1 = 1.0033)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0.025
5-th Percentile	0.054
Q1	0.068
Median	0.08
Q3	0.095
95-th Percentile	0.126
Maximum	0.232
Range	0.207
IQR	0.027

Descriptive Statistics

Mean	0.08353
Standard Deviation	0.02238
Variance	0.00050096
Sum	251.94
Skewness	1.0033
Kurtosis	1.7401
Coefficient of Variation	0.2679

health__pct_low_birthweight is not normally distributed (p-value 0.001155866288520325)

health__pct_low_birthweight has 99 outliers

health__pct_excessive_drinking

numerical

Approximate Distinct Count	248
Approximate Unique (%)	11.2%
Missing	978
Missing (%)	30.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	35520
Mean	0.1648
Minimum	0.038
Maximum	0.358
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

health__pct_excessive_drinking is skewed right (γ1 = 0.2426)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0.038
5-th Percentile	0.087
Q1	0.129
Median	0.164
Q3	0.196
95-th Percentile	0.256
Maximum	0.358
Range	0.32
IQR	0.067

Descriptive Statistics

Mean	0.1648
Standard Deviation	0.05023
Variance	0.002523
Sum	365.928
Skewness	0.2426
Kurtosis	-0.06963
Coefficient of Variation	0.3047

health__pct_excessive_drinking has 13 outliers

health__pct_physical_inacticity

numerical

Approximate Distinct Count	277
Approximate Unique (%)	8.7%
Missing	2
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Memory Size	51136
Mean	0.2773
Minimum	0.097
Maximum	0.443
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

health__pct_physical_inacticity is skewed left (γ1 = -0.2077)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0.097
5-th Percentile	0.184
Q1	0.243
Median	0.28
Q3	0.313
95-th Percentile	0.362
Maximum	0.443
Range	0.346
IQR	0.07

Descriptive Statistics

Mean	0.2773
Standard Deviation	0.05295
Variance	0.002803
Sum	886.28
Skewness	-0.2077
Kurtosis	-0.1533
Coefficient of Variation	0.1909

health__pct_physical_inacticity has 15 outliers

health__air_pollution_particulate_matter

numerical

Approximate Distinct Count	9
Approximate Unique (%)	0.3%
Missing	28
Missing (%)	0.9%
Infinite	0
Infinite (%)	0.0%
Memory Size	50720
Mean	11.6265
Minimum	7
Maximum	15
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

health__air_pollution_particulate_matter is skewed left (γ1 = -0.3478)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	7
5-th Percentile	9
Q1	10
Median	12
Q3	13
95-th Percentile	14
Maximum	15
Range	8
IQR	3

Descriptive Statistics

Mean	11.6265
Standard Deviation	1.5449
Variance	2.3868
Sum	36856
Skewness	-0.3478
Kurtosis	-0.7363
Coefficient of Variation	0.1329

health__air_pollution_particulate_matter is not normally distributed (p-value 2.258375926968164e-12)

health__homicides_per_100k

numerical

Approximate Distinct Count	606
Approximate Unique (%)	49.2%
Missing	1967
Missing (%)	61.5%
Infinite	0
Infinite (%)	0.0%
Memory Size	19696
Mean	5.9507
Minimum	-0.39
Maximum	51.49
Zeros	2
Zeros (%)	0.1%
Negatives	6
Negatives (%)	0.2%

health__homicides_per_100k is skewed right (γ1 = 2.7336)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	-0.39
5-th Percentile	0.9
Q1	2.66
Median	4.84
Q3	7.825
95-th Percentile	15.095
Maximum	51.49
Range	51.88
IQR	5.165

Descriptive Statistics

Mean	5.9507
Standard Deviation	5.0634
Variance	25.6378
Sum	7325.37
Skewness	2.7336
Kurtosis	13.7187
Coefficient of Variation	0.8509

health__homicides_per_100k is not normally distributed (p-value 5.945559488607543e-07)

health__homicides_per_100k has 57 outliers

health__motor_vehicle_crash_deaths_per_100k

numerical

Approximate Distinct Count	1920
Approximate Unique (%)	69.0%
Missing	417
Missing (%)	13.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	44496
Mean	21.1161
Minimum	3.09
Maximum	110.45
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

health__motor_vehicle_crash_deaths_per_100k is skewed right (γ1 = 1.3017)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	3.09
5-th Percentile	7.51
Q1	13.46
Median	19.63
Q3	26.47
95-th Percentile	39.89
Maximum	110.45
Range	107.36
IQR	13.01

Descriptive Statistics

Mean	21.1161
Standard Deviation	10.517
Variance	110.607
Sum	58723.81
Skewness	1.3017
Kurtosis	4.0447
Coefficient of Variation	0.4981

health__motor_vehicle_crash_deaths_per_100k is not normally distributed (p-value 0.001744953117038342)

health__motor_vehicle_crash_deaths_per_100k has 69 outliers

health__pop_per_dentist

numerical

Approximate Distinct Count	1175
Approximate Unique (%)	39.8%
Missing	244
Missing (%)	7.6%
Infinite	0
Infinite (%)	0.0%
Memory Size	47264
Mean	3431.4428
Minimum	339
Maximum	28129
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

health__pop_per_dentist is skewed right (γ1 = 2.8982)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	339
5-th Percentile	1190
Q1	1812.25
Median	2690
Q3	4089.75
95-th Percentile	8296
Maximum	28129
Range	27790
IQR	2277.5

Descriptive Statistics

Mean	3431.4428
Standard Deviation	2569.4444
Variance	6.602e+06
Sum	1.0136e+07
Skewness	2.8982
Kurtosis	13.9619
Coefficient of Variation	0.7488

health__pop_per_dentist is not normally distributed (p-value 4.010850957115903e-10)

health__pop_per_dentist has 196 outliers

health__pop_per_primary_care_physician

numerical

Approximate Distinct Count	935
Approximate Unique (%)	31.5%
Missing	230
Missing (%)	7.2%
Infinite	0
Infinite (%)	0.0%
Memory Size	47488
Mean	2551.3497
Minimum	189
Maximum	23400
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

health__pop_per_primary_care_physician is skewed right (γ1 = 3.588)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	189
5-th Percentile	880
Q1	1419
Median	1999
Q3	2859
95-th Percentile	6339
Maximum	23400
Range	23211
IQR	1440

Descriptive Statistics

Mean	2551.3497
Standard Deviation	2100.4759
Variance	4.412e+06
Sum	7.5724e+06
Skewness	3.588
Kurtosis	18.3352
Coefficient of Variation	0.8233

health__pop_per_primary_care_physician is not normally distributed (p-value 1.2437410703181242e-11)

health__pop_per_primary_care_physician has 241 outliers

yr

categorical

Approximate Distinct Count	2
Approximate Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory Size	211068

Stats Pie Chart Word Frequency Word Length

Length

Mean	1
Standard Deviation	0
Median	1
Minimum	1
Maximum	1

Sample

1st row	b
2nd row	b
3rd row	b
4th row	b
5th row	a

Letter

Count	3198
Lowercase Letter	3198
Space Separator	0
Uppercase Letter	0
Dash Punctuation	0
Decimal Number	0

The top 2 categories (a, b) take over 50.0%

yr has words of constant length

poverty_rate

numerical

Approximate Distinct Count	341
Approximate Unique (%)	10.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	51168
Mean	16.8171
Minimum	2.5
Maximum	47.4
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

poverty_rate is skewed right (γ1 = 1.0479)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	2.5
5-th Percentile	8.1
Q1	12
Median	15.8
Q3	20.3
95-th Percentile	29.1
Maximum	47.4
Range	44.9
IQR	8.3

Descriptive Statistics

Mean	16.8171
Standard Deviation	6.698
Variance	44.8628
Sum	53781.2
Skewness	1.0479
Kurtosis	1.6622
Coefficient of Variation	0.3983

poverty_rate is not normally distributed (p-value 0.007283774432224662)

poverty_rate has 94 outliers

Overview

Dataset Statistics

Dataset Insights

Variables

row_id

Quantile Statistics

Descriptive Statistics

area__rucc

Length

Sample

Letter

area__urban_influence

Length

Sample

Letter

econ__economic_typology

Length

Sample

Letter

econ__pct_civilian_labor

Quantile Statistics

Descriptive Statistics

econ__pct_unemployment

Quantile Statistics

Descriptive Statistics

econ__pct_uninsured_adults

Quantile Statistics

Descriptive Statistics

econ__pct_uninsured_children

Quantile Statistics

Descriptive Statistics

demo__pct_female

Quantile Statistics

Descriptive Statistics

demo__pct_below_18_years_of_age

Quantile Statistics

Descriptive Statistics

demo__pct_aged_65_years_and_older

Quantile Statistics

Descriptive Statistics

demo__pct_hispanic

Quantile Statistics

Descriptive Statistics

demo__pct_non_hispanic_african_american

Quantile Statistics

Descriptive Statistics

demo__pct_non_hispanic_white

Quantile Statistics

Descriptive Statistics

demo__pct_american_indian_or_alaskan_native

Quantile Statistics

Descriptive Statistics

demo__pct_asian

Quantile Statistics

Descriptive Statistics

demo__pct_adults_less_than_a_high_school_diploma

Quantile Statistics

Descriptive Statistics

demo__pct_adults_with_high_school_diploma

Quantile Statistics

Descriptive Statistics

demo__pct_adults_with_some_college

Quantile Statistics

Descriptive Statistics

demo__pct_adults_bachelors_or_higher

Quantile Statistics

Descriptive Statistics

demo__birth_rate_per_1k

Quantile Statistics

Descriptive Statistics

demo__death_rate_per_1k

Quantile Statistics

Descriptive Statistics

health__pct_adult_obesity

Quantile Statistics

Descriptive Statistics

health__pct_adult_smoking

Quantile Statistics

Descriptive Statistics

health__pct_diabetes